Locally linear embedding

LLE is a non-linear algorithm for mapping high-dimensional data into a lower dimensional (intrinsic) space. This package provides the main functions to performs the LLE alogrithm including some enhancements like subset selection, calculation of the intrinsic dimension etc.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("lle")

1.1 by Holger Diedrich, 7 years ago


Browse source code at https://github.com/cran/lle


Authors: Holger Diedrich , Dr. Markus Abel (Department of Physics , University Potsdam)


Documentation:   PDF Manual  


GPL-3 license


Depends on scatterplot3d, MASS, snowfall

Suggests rgl


Imported by FateID, SLICER, smartdata.

Suggested by dimRed, dyndimred.


See at CRAN